Discover Awesome MCP Servers

freshvault

An MCP server that provides always-fresh semantic search over Obsidian vaults, automatically watching file changes and using local embeddings via Ollama.

weflow-mcp

Enables to access and manage WeChat data (sessions, contacts, Moments) through the local WeFlow HTTP API.

Google Sheets MCP Server

Enables AI assistants to access, search, and analyze Google Spreadsheets through the Model Context Protocol. Supports both OAuth 2.0 for private sheets and API key authentication for public sheets, with tools for listing, reading, and searching spreadsheet data.

pb-mcp

Enables interaction with the Productboard REST API, providing tools to manage features, notes, companies, objectives, initiatives, key results, releases, webhooks, users, products, and components.

OT-AIops

Provides AI agents with safe, governed read access to industrial control systems (OPC-UA, Modbus, S7, Mitsubishi, MTConnect, MQTT/Sparkplug) plus cross-protocol diagnostics for troubleshooting data breaks, alarm floods, and unhealthy tags.

jobs.now MCP server

Enables searching and browsing hidden job market roles with H1B PERM sponsorship from major US companies, including tools for job search, details, categories, and company listings.

GhostMinutes MCP

Provides accurate meeting transcription with speaker diarization and multilingual support, allowing users to submit audio URLs, poll transcription status, get transcripts, and summarize via MCP tools in their IDE.

Assembly MCP

Converts PDF to Markdown and Markdown to PDF using PyMuPDF and WeasyPrint engines.

LexSocket MCP Server

Enables search and analysis of European public procurement tenders, including EU above-threshold (TED) and below-threshold from 11 national sources, with hybrid search and filtering.

Country By Api Ninjas MCP Server

Provides access to the API Ninjas Country API, allowing users to query detailed country data including GDP, population, area, and other demographic metrics. It enables filtering countries by specific economic and geographic criteria through natural language commands.

Divvi MCP Server

Enables AI assistants to automatically integrate Divvi referral tracking into JavaScript/TypeScript blockchain applications by guiding them through SDK installation, transaction modification, and implementation of referral submission following official best practices.

postgres-safe-mcp

A PostgreSQL MCP server that automatically detects and obfuscates personally identifiable information (PII) in query results using column-name heuristics and NLP analysis. It enables AI agents to interact securely with databases by masking sensitive data by default while allowing selective unmasking under user control.

catena-x402-mcp-demo

An MCP server whose tool invocations are metered and charged over x402, plus a paying-proxy reference client that lets any standard MCP client use the paid tool without knowing x402 exists.

Ollama MCP Server

A bridge that integrates Ollama's local LLM capabilities into MCP-powered applications, enabling users to run, manage, and interact with AI models locally with full control and privacy.

whoop-tracker-mcp-server

Integrates with Whoop API v2 to access user profile, sleep, recovery, cycles, and workout data via natural language, with OAuth2 authentication and automatic token refresh.

CJK Calendar Converter MCP Server

Converts between East Asian lunisolar calendars (Chinese, Japanese, Korean, Vietnamese) and Gregorian/Julian dates using Julian Day Numbers. Provides MCP tools for date conversion and era search.

mcp-ollama-python

A Python MCP server that exposes local Ollama models as tools for AI assistants, enabling chat, generation, embeddings, and model management without cloud APIs.

nga-mcp-server

Enables AI agents to fetch and browse NGA game forum content, including posts, boards, and replies, using Playwright-based crawling.

Twitter MCP Server

Enables AI assistants to access Twitter/X data including user profiles, tweets, search, and follower events via a set of MCP tools.

DefiLlama MCP Server

Enables AI agents to interact with DefiLlama's DeFi data aggregator, providing access to TVL, DEX volumes, protocol statistics, and more via the Model Context Protocol.

OpenAPI MCP Studio Demo

An MCP server that demonstrates converting a safe OpenAPI subset into MCP tools and interactive apps, using the GitHub API as an example. It provides three GitHub tools with summary, table, and ranking views.

headlo-mcp

MCP server that provides Claude Desktop and Claude Code with access to Headlo collections, records, pages, components, and CAP sessions.

AvatarBook MCP Server

Enables delegation of work to AI agents with cryptographic verification and token-based settlement via 41 MCP tools.

wolt-mcp

A thin MCP server that exposes Wolt's public consumer endpoints to AI agents, enabling discovery of nearby venues and fetching their menus with live prices and deal signals.

overleaf-claude-mcp

An MCP server that lets Claude read, write, and push Overleaf LaTeX projects from the chat, with token-efficient features like sparse checkout and smart diffs.

fal.ai MCP Server

Enables interaction with fal.ai AI models through MCP, supporting model discovery, content generation, queue management, and file uploads to the fal.ai platform.

JCR Journal Partition MCP Server

Provides access to journal partition tables, impact factors, and warning lists from Chinese Academy of Sciences and JCR databases. Enables searching, comparing journals, analyzing partition trends, and checking journal warning status across multiple years.

Jerrycan MCP

The AI-native Rust backend framework + generation platform. Help agents design, generate, verify and package complete backends.

interactive-cli

Enables AI agents to interact with interactive CLI processes via a real PTY, allowing them to send keystrokes, read screen output, and handle interactive prompts.